Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add oxbshw/LLM-Agents-Ecosystem-Handbook --skill repo-auditorgit clone --depth 1 https://github.com/oxbshw/LLM-Agents-Ecosystem-HandbookWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/oxbshw/llm-agents-ecosystem-handbook/repo-auditor)<a href="https://agentmods.dev/skills/oxbshw/llm-agents-ecosystem-handbook/repo-auditor"><img src="https://agentmods.dev/badge/skills/oxbshw/llm-agents-ecosystem-handbook/repo-auditor/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/oxbshw/llm-agents-ecosystem-handbook/repo-auditor"><img src="https://agentmods.dev/badge/skills/oxbshw/llm-agents-ecosystem-handbook/repo-auditor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00031 | $0.00454 |
| Opus 5.5 | $0.00012 | $0.00182 |
| Sonnet 5.5 | $0.00006 | $0.00091 |
| Haiku 4.5 | $0.00003 | $0.00045 |
Grade A, and why
repo-auditor scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Repo Auditor
When to use
- After making code edits, before
git commitor PR open - After resolving merge conflicts
- When the user asks "is this PR ready?"
When NOT to use
- During exploration / read-only work
- For purely formatting changes (lint/format already covers it)
Inputs
| Name | Type | Required | Notes |
|---|---|---|---|
base |
string | no | base ref (default origin/main) |
paths |
list | no | restrict to specific paths |
Workflow
- Diff:
git diff <base>...HEAD --name-onlyandgit diff <base>...HEAD - For each changed file: load
references/audit-checklist.mdand walk it - Check tests: any new public function without a corresponding test → flag
- Check imports: unused imports / missing imports → flag
- Check style fit: does the new code match neighboring code's idioms?
- Check docs: did this change require an
AGENTS.md/MEMORY.md/ README update? → flag if missed - Produce report: structured output (see Outputs)
References
Outputs
## Audit report
- ✅ {{N}} files reviewed
- 🟡 {{N}} warnings
- 🔴 {{N}} blockers
### Blockers
- {{file:line}} — {{issue}}
### Warnings
- {{file:line}} — {{issue}}
Success criteria
- 0 blockers (PR can open) OR
- All blockers explicitly acknowledged by user
Failure modes
- Diff too large (> 1k lines) → ask user to scope
- Cannot read base ref → fail with instructions
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 57 lines · 31 tokens per session scan A 9cbe21d8399b
repo-auditor is a skill published in the GitHub repository oxbshw/LLM-Agents-Ecosystem-Handbook (558 stars, last pushed 4mo ago), licensed MIT. It adds 31 tokens to every session and 454 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
repo-auditor compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| repo-auditoroxbshw/LLM-Agents-Ecosystem-Handbook | Skill | 558 | 4mo ago | MIT | A | 31 | Claude Code, Codex |
| pr-reviewNVIDIA-NeMo/Nemotron | Skill | 2.3k | yesterday | Apache-2.0 | A | 30 | Claude Code, Codex |
| secure-code-reviewaiming-lab/MetaClaw | Skill | 3.5k | 5mo ago | MIT | A | 42 | Claude Code, Codex |
| ai-output-reviewzorost/AI-Engineering-Lab | Skill | 315 | 2mo ago | MIT | A | 37 | Claude Code, Codex |
| autoreviewopenclaw/clawhub | Skill | 9.5k | yesterday | MIT | A | 17 | Claude Code, Codex |
| agent-teams-simplify-and-hardenLeoYeAI/openclaw-master-skills | Skill | 2.2k | 5d ago | MIT | A | 115 | Claude Code, Codex |
| revdiff-planumputun/revdiff | Skill | 945 | yesterday | MIT | A | 84 | Claude Code |